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Thu 12 Nov 2020 01:09 - 01:30 at Virtual room 1 - Fairness

Thu 12 Nov
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01:00 - 01:02
Talk
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness
Research Papers
Sumon BiswasIowa State University, USA, Hridesh RajanIowa State University, USA
Link to publication DOI Pre-print Media Attached
01:03 - 01:04
Talk
Fairway: A Way to Build Fair ML Software
Research Papers
Joymallya ChakrabortyNorth Carolina State University, USA, Suvodeep MajumderNorth Carolina State University, USA, Zhe YuNorth Carolina State University, USA, Tim MenziesNorth Carolina State University, USA
DOI
01:05 - 01:06
Talk
Repairing Confusion and Bias Errors for DNN-Based Image Classifiers
Student Research Competition
Yuchi TianColumbia University
DOI
01:07 - 01:08
Talk
Towards Automated Verification of Smart Contract Fairness
Research Papers
Ye LiuNanyang Technological University, Singapore, Yi LiNanyang Technological University, Singapore, Shang-Wei LinNanyang Technological University, Singapore, Rong ZhaoNanyang Technological University, Singapore
DOI Pre-print
01:09 - 01:30
Talk
Conversations on Fairness
Paper Presentations
Joymallya ChakrabortyNorth Carolina State University, USA, Sumon BiswasIowa State University, USA, Ye LiuNanyang Technological University, Singapore, Yi LiNanyang Technological University, Singapore, Yuchi TianColumbia University, M: Christian BirdMicrosoft Research